Estimating the parameter of the Lindley distribution under progressive type-II censored data

被引：3

作者：

Al-Zahrani, Bander ^{[1
]}

Gindwan, Maha ^{[1
]}

机构：

[1] King Abdulaziz Univ, Dept Stat, Jeddah 21589, Saudi Arabia

来源：

ELECTRONIC JOURNAL OF APPLIED STATISTICAL ANALYSIS | 2015年 / 8卷 / 01期

关键词：

EM algorithm; Lindley distribution; Maximum likelihood estimators; Progressively type-II censoring;

D O I：

10.1285/i20705948v8n1p100

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

We consider the estimation problem of the Lindley distribution based on progressive type-II censored data. We use the EM algorithm for estimating the involved parameter using the maximum likelihood method. The asymptotic variance of the MLE within the EM framework is obtained. Then, the asymptotic confidence intervals of the parameter are constructed. Finally, a real data set and a simulation study are presented to illustrate the obtained results.

引用

页码：100 / 111

页数：12

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